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OpenAI Agents SDK Multi-Agent Workflow Framework for Python
The OpenAI Agents SDK is a lightweight Python framework for building multi-agent workflows. It supports 100+ LLMs, provides built-in guardrails, handoffs between agents, MCP tool integration, tracing, sessions, and real-time voice capabilities.
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# OpenAI Agents SDK Multi-Agent Workflow Framework for Python
The OpenAI Agents SDK is a lightweight Python framework for building multi-agent workflows. It supports 100+ LLMs, provides built-in guardrails, handoffs between agents, MCP tool integration, tracing, sessions, and real-time voice capabilities.
## Installation
Use the upstream install or setup path that matches your environment:
- pip install openai-agents
- uv init
- uv add openai-agents
Requirements and caveats from upstream:
- [**Agents**](https://openai.github.io/openai-agents-python/agents): LLMs configured with instructions, tools, guardrails, and handoffs
- [**Sandbox Agents**](https://openai.github.io/openai-agents-python/sandbox_agents): Agents preconfigured to work with a container to perform work over long time horizons.